Split (1)

train · 9.11k rows

age float64 18 102	sex stringclasses 2 values	hospdead int64 0 1	slos int64 3 343	dzgroup stringclasses 8 values	dzclass stringclasses 4 values	num.co int64 0 9	edu float64 0 31 ⌀	income stringclasses 4 values	scoma float64 0 100 ⌀	charges float64 1.17k 1.44M ⌀	totcst float64 0 633k ⌀	totmcst float64 -102.72 711k ⌀	avtisst float64 1 83 ⌀	race stringclasses 5 values	sps float64 0.2 99.2 ⌀	aps float64 0 143 ⌀	surv2m float64 0 0.97 ⌀	surv6m float64 0 0.95 ⌀	hday int64 1 148	diabetes int64 0 1	dementia int64 0 1	ca stringclasses 3 values	prg2m float64 0 1 ⌀	prg6m float64 0 1 ⌀	dnr stringclasses 3 values	dnrday float64 -88 285 ⌀	meanbp float64 0 195 ⌀	wblc float64 0 200 ⌀	hrt float64 0 300 ⌀	resp float64 0 90 ⌀	temp float64 31.7 41.7 ⌀	pafi float64 12 890 ⌀	alb float64 0.4 29 ⌀	bili float64 0.1 63 ⌀	crea float64 0.1 21.5 ⌀	sod float64 110 181 ⌀	ph float64 6.83 7.77 ⌀	glucose float64 0 1.09k ⌀	bun float64 1 300 ⌀	urine float64 0 9k ⌀	adlp float64 0 7 ⌀	adls float64 0 7 ⌀	sfdm2 stringclasses 5 values	adlsc float64 0 7.07	event_times int64 3 2.03k	event_indicators int64 0 1
46.76199	male	0	27	Coma	Coma	0	12	$25-$50k	41	78,762	51,755.75	59,276.25	20.5	white	16	19	0.751953	0.704956	13	0	0	no	0.8	0.8	no dnr	27	74	12	122	22	38	357.125	2.399902	3.5	1	135	7.429688	136	34	3,530	null	0	adl>=4 (>=5 if sur)	0	669	0
59.00299	male	0	25	ARF/MOSF w/Sepsis	ARF/MOSF	1	9	$11-$25k	0	37,381	26,401.8438	28,630.6875	9	white	30	73	0.648926	0.549927	16	0	0	no	0.85	0.85	no dnr	25	110	4	58	8	36.09375	285.6875	3.899902	1.099854	1	139	7.419922	141	22	1,645	4	4	SIP>=30	4	668	0
49.07599	female	0	28	ARF/MOSF w/Sepsis	ARF/MOSF	1	8	under $11k	0	76,917	50,563.75	55,395.375	32	white	23.5	32	0.806885	0.74292	22	0	0	no	0.9	1	no dnr	28	115	7.099609	72	20	35.39844	426.625	2.099609	0.399963	4.099609	142	7.429688	102	34	1,225	null	0	no(M2 and SIP pres)	0	668	0
43.76999	male	0	7	Cirrhosis	COPD/CHF/Cirrhosis	2	10	under $11k	0	6,435	4,384.043	5,108.82812	6	white	23.597656	30	0.823975	0.712891	1	0	0	no	0.8	0.7	no dnr	7	115	7.599609	68	24	36.19531	351.375	2.299805	0.299988	2.399902	129	7.359375	74	45	1,569	0	1	no(M2 and SIP pres)	1	667	0
49.65598	female	1	18	ARF/MOSF w/Sepsis	ARF/MOSF	2	10	under $11k	0	63,202	39,159.9062	43,919	43.333313	white	37.796875	58	0.613892	0.507935	1	0	0	no	0.8	0.8	no dnr	18	97	7.899414	60	20	36.29688	null	2.199707	0.399963	3.299805	136	null	157	43	2,450	null	1	<2 mo. follow-up	1	18	1
56.07397	female	1	9	MOSF w/Malig	ARF/MOSF	2	14	under $11k	0	12,176	7,825.1875	10,814.1094	35	white	37.195313	38	0.280945	0.171997	1	0	0	metastatic	0.4	0.2	dnr after sadm	2	68	18	104	24	36.59375	null	3.199707	0.399963	2	137	null	116	83	4,005	7	7	<2 mo. follow-up	7	9	1
77.68695	female	0	10	ARF/MOSF w/Sepsis	ARF/MOSF	1	10	under $11k	0	12,633	7,486.4531	8,704.75781	17	black	33.195313	55	0.56189	0.449951	1	0	0	no	0.9	0.8	no dnr	10	82	null	101	24	36.39844	null	3.899902	0.799927	1.299805	140	null	130	30	2,600	2	2	adl>=4 (>=5 if sur)	2	665	0
58.995	male	0	7	ARF/MOSF w/Sepsis	ARF/MOSF	0	8	$11-$25k	0	53,096	32,736.7812	37,951.875	25.5	white	27.796875	48	0.7229	0.636963	6	0	0	no	0.8	0.75	no dnr	7	60	29	144	32	39.19531	411.375	2.099609	1.899902	0.899902	135	7.509766	110	17	1,583	null	0	SIP>=30	0	666	0
51.73398	male	0	71	ARF/MOSF w/Sepsis	ARF/MOSF	2	null	null	0	175,041	109,975.25	132,299.375	45.5	white	30.796875	34	0.709961	0.621948	4	0	0	no	0.9	0.9	no dnr	71	74	11.298828	55	24	35	263.3125	4.099609	1	1	142	7.439453	118	17	1,320	null	null	null	3.598633	663	0
69.54095	male	0	5	CHF	COPD/CHF/Cirrhosis	3	6	under $11k	0	8,421	4,101.3594	5,252.06641	20	black	17.796875	14	0.870972	0.786987	1	0	0	no	0.9	0.8	no dnr	5	117	14.798828	109	8	40.09375	186	2.699707	0.599976	8	134	7.419922	287	55	128	0	1	no(M2 and SIP pres)	1	661	0
54.25299	female	0	7	COPD	COPD/CHF/Cirrhosis	2	12	under $11k	0	13,297	null	null	20.5	white	22.699219	18	0.882935	0.803955	1	0	0	no	0.99	0.99	no dnr	7	104	10.798828	96	24	36.29688	200	2.899902	1.599854	1.199951	130	7.399414	85	17	null	0	1	no(M2 and SIP pres)	1	662	0
69.62897	male	1	7	ARF/MOSF w/Sepsis	ARF/MOSF	2	12	under $11k	0	40,418	25,170.6562	28,908.2188	28.5	white	44.195313	105	0.29895	0.187988	1	0	0	no	0.1	0.1	no dnr	7	63	7.399414	109	16	38.69531	93.75	2.5	4.799805	0.699951	132	7.389648	228	19	2,093	null	2	<2 mo. follow-up	2	7	1
32.06799	male	0	6	Lung Cancer	Cancer	1	12	under $11k	0	5,519	3,775.5547	4,704.44922	13	white	16.898438	30	0.778931	0.53894	1	0	0	metastatic	0.8	0.5	no dnr	6	67	20.296875	79	24	38.59375	476.1875	2.799805	2	10.599609	133	7.439453	287	48	0	0	0	null	0	584	1
62.46399	female	0	11	ARF/MOSF w/Sepsis	ARF/MOSF	3	12	under $11k	0	23,238	12,652.3984	14,606.3984	22.5	white	19.699219	30	0.865967	0.81897	1	0	0	no	0.9	0.85	no dnr	11	99	9.599609	80	20	36.09375	193.53125	4.799805	1.399902	1.399902	143	7.389648	263	10	800	1	0	SIP>=30	0	660	0
21.254	male	0	18	ARF/MOSF w/Sepsis	ARF/MOSF	2	null	under $11k	44	27,953	19,023.1406	23,067.9375	20.666656	white	26	39	0.815918	0.753906	1	0	0	no	0.8	0.8	no dnr	18	10	10.199219	45	10	35.69531	440	2.699707	2.299805	1.5	132	7.429688	141	26	5,528	null	0	no(M2 and SIP pres)	0	660	0
73.31396	male	0	20	ARF/MOSF w/Sepsis	ARF/MOSF	3	null	under $11k	0	61,832	37,814.3125	43,382.625	41.333313	white	23.296875	43	0.73999	0.657959	1	1	0	yes	0.2	0.2	dnr after sadm	14	81	4.599609	70	24	36.69531	null	3.099609	0.599976	1.099854	131	null	73	31	null	null	0	<2 mo. follow-up	0	24	1
74.66095	female	0	19	ARF/MOSF w/Sepsis	ARF/MOSF	2	12	under $11k	0	56,813	35,549.25	43,941.0312	39	white	41.5	77	0.343994	0.22699	1	0	0	no	0.2	0.15	no dnr	19	77	15.898438	78	22	35.59375	null	2.399902	0.5	3.699707	136	null	85	73	2,400	null	0	no(M2 and SIP pres)	0	660	0
69.74396	male	1	18	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	$25-$50k	0	57,676	36,508.4062	41,565.75	38.333313	white	21.199219	28	0.787964	0.718994	1	0	0	yes	0.9	0.8	no dnr	18	126	12.298828	148	45	39.09375	197.5	2.299805	4	0.799927	126	7.389648	435	15	2,270	0	0	<2 mo. follow-up	0	18	1
74.93799	male	1	17	MOSF w/Malig	ARF/MOSF	4	null	under $11k	0	63,280	39,430.2812	45,698.25	40.666657	black	24.898438	42	0.492981	0.375	13	0	0	metastatic	0.9	0.3	dnr after sadm	12	51	13.798828	80	23	38	92.29688	2.599609	1.199951	1.299805	128	7.569336	373	36	2,124	null	6	<2 mo. follow-up	6	17	1
59.80298	female	0	15	COPD	COPD/CHF/Cirrhosis	3	null	under $11k	0	23,002	14,344.7812	16,834.25	21.333328	white	21.699219	33	0.836914	0.73291	1	0	0	yes	0.8	0.7	no dnr	15	105	9.199219	98	20	36.79688	null	4.099609	0.299988	1	133	null	108	8	1,975	null	6	SIP>=30	6	657	0
71.70697	male	1	17	Lung Cancer	Cancer	2	12	$25-$50k	9	27,936	18,377.7656	21,893.5469	23.666656	white	31.597656	56	0.254944	0.033997	1	0	0	metastatic	0.3	0.1	dnr after sadm	6	77	16.097656	72	24	36.5	138.75	3.099609	0.399963	1.199951	138	7.019531	114	34	1,575	null	0	<2 mo. follow-up	0	17	1
82.60394	female	1	6	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	null	0	42,766	26,497.6875	30,628.5469	83	white	50.09375	81	0.080994	0.030998	1	0	0	no	0.5	0.5	dnr after sadm	6	65	15.599609	71	26	35.89844	242.84375	null	null	1.599854	146	7.429688	202	48	null	null	0	<2 mo. follow-up	0	6	1
82.24799	male	0	10	ARF/MOSF w/Sepsis	ARF/MOSF	1	5	under $11k	0	12,879	8,194.1172	9,043.16406	13	black	18.199219	24	0.829956	0.772949	1	0	0	no	0.9	0.75	no dnr	10	61	16.796875	130	10	39	101.65625	2.799805	0.699951	1.099854	138	7.429688	176	17	605	0	0	SIP>=30	0	656	0
89.18799	female	1	4	ARF/MOSF w/Sepsis	ARF/MOSF	2	12	$11-$25k	100	6,131	3,395.0547	3,806.05859	41	white	17.898438	42	0.328979	0.213989	1	0	1	yes	0.2	0.1	dnr after sadm	3	78	null	72	28	36.59375	null	null	null	null	140	null	null	null	null	null	null	<2 mo. follow-up	6.447266	4	1
53.03998	male	1	40	ARF/MOSF w/Sepsis	ARF/MOSF	2	8	$11-$25k	41	169,814	108,304.625	134,179.5	41.25	black	40.398438	78	0.212982	0.116989	11	0	0	no	0	0	dnr after sadm	31	52	3.399902	121	8	37.5	204	1.799805	0.5	0.699951	143	7.40918	165	12	2,700	null	1	<2 mo. follow-up	1	40	1
57.87	female	0	9	Colon Cancer	Cancer	2	12	under $11k	0	9,284	6,406.5234	7,780.69922	19.5	white	31	23	0.557983	0.235992	1	1	0	metastatic	0.2	0.1	no dnr	9	60	12.5	106	28	35.19531	null	2.599609	5.099609	0.799927	132	null	53	21	1,450	4	0	adl>=4 (>=5 if sur)	0	104	1
30.935	male	0	7	ARF/MOSF w/Sepsis	ARF/MOSF	4	11	under $11k	9	25,068	16,130.875	18,114.75	12	white	27.597656	60	0.817993	0.756958	4	0	0	no	0.3	0.2	no dnr	7	64	11.599609	131	60	38.39844	234.28125	2.299805	1.599854	0.799927	147	7.429688	261	18	3,870	1	0	no(M2 and SIP pres)	0	653	0
77.47797	female	0	11	ARF/MOSF w/Sepsis	ARF/MOSF	1	9	under $11k	0	20,604	10,068.4219	13,103.3594	26.5	white	15.798828	17	0.868896	0.822998	1	1	0	no	0.9	0.8	no dnr	11	99	9.599609	60	20	35.69531	null	null	1.099854	3.299805	135	null	233	68	1,150	0	null	no(M2 and SIP pres)	0.494751	171	1
72.01599	male	1	25	Coma	Coma	1	10	under $11k	0	182,796	119,558.625	148,157.375	29.5	white	27.898438	76	0.299988	0.22998	104	0	0	yes	0.2	0.1	no dnr	25	116	13.599609	77	37	38.39844	263.3125	2.5	1.799805	2.5	148	7.489258	318	32	1,777	null	6	<2 mo. follow-up	6	25	1
48.52597	male	0	39	ARF/MOSF w/Sepsis	ARF/MOSF	1	3	$11-$25k	37	93,397	60,183.6562	70,763.25	36	hispanic	25.296875	44	0.744995	0.664917	1	1	0	no	0.9	0.9	no dnr	39	135	6.799805	150	35	36.39844	112.23438	3.099609	0.799927	2.299805	131	7.379883	245	34	1,545	null	0	no(M2 and SIP pres)	0	650	0
22.89899	female	1	127	ARF/MOSF w/Sepsis	ARF/MOSF	0	null	under $11k	9	245,362	153,695.375	170,105.125	37.25	white	36.398438	67	0.744995	0.664917	1	0	0	no	0.5	0.5	no dnr	127	67	11.5	116	10	38.09375	330	2.599609	1	0.699951	133	7.469727	217	12	3,254	null	6	adl>=4 (>=5 if sur)	6	127	1
41.50598	female	0	6	CHF	COPD/CHF/Cirrhosis	3	8	under $11k	0	8,695	5,518.0469	6,239.03906	21	white	27.597656	36	0.848999	0.750977	1	0	0	no	0.85	0.6	no dnr	6	97	10.099609	76	24	36.5	261.875	4	1.199951	0.799927	136	7.40918	163	14	null	0	0	SIP>=30	0	85	1
62.987	male	0	15	ARF/MOSF w/Sepsis	ARF/MOSF	2	12	under $11k	0	21,499	14,114.6016	15,353.0859	15.666664	white	21.296875	38	0.810913	0.746948	1	1	0	yes	0.8	0.8	no dnr	15	79	15.599609	100	14	36	312	2.399902	0.299988	0.899902	131	7.369141	122	19	null	6	6	adl>=4 (>=5 if sur)	6	650	0
77.34198	male	0	7	CHF	COPD/CHF/Cirrhosis	7	7	under $11k	9	7,592	5,155.1758	5,114.14844	9	black	23.796875	32	0.738892	0.589966	1	0	1	no	0.4	0.2	no dnr	7	111	8.599609	80	34	34.79688	428.5625	2.799805	1.399902	0.699951	138	7.479492	128	7	null	null	2	adl>=4 (>=5 if sur)	2	648	0
36.57199	male	0	12	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	under $11k	0	26,524	16,549.5156	18,584.1875	35	black	21.296875	22	0.897949	0.860962	2	1	0	no	0.85	0.85	no dnr	12	89	8.398438	80	16	36.19531	null	4.5	0.699951	1.099854	139	null	138	19	null	6	6	SIP>=30	6	251	1
63.72598	female	0	8	ARF/MOSF w/Sepsis	ARF/MOSF	2	9	null	0	10,473	6,091.293	7,427.25781	15	white	25.398438	38	0.790894	0.721924	1	1	0	no	0.9	0.85	no dnr	8	120	21.097656	120	8	38.89844	203.3125	2.299805	0.399963	0.699951	146	7.399414	112	17	1,693	1	3	null	3	644	0
50.40698	male	1	4	ARF/MOSF w/Sepsis	ARF/MOSF	3	12	under $11k	44	14,228	0	0	57	white	63.09375	143	0.001	0	1	0	0	no	0.02	0.01	no dnr	4	132	10.898438	72	10	38.39844	183.3125	2.699707	1.899902	1	139	7.469727	302	32	5,990	null	2	<2 mo. follow-up	2	4	1
56.64099	female	0	19	Coma	Coma	3	null	null	9	27,058	18,051	22,490.2969	28.333328	black	24.5	33	0.640991	0.580933	1	0	0	yes	0.6	0.6	no dnr	19	66	14.298828	119	10	38.69531	112	2	2.399902	1.399902	148	7.399414	74	26	3,252	null	7	adl>=4 (>=5 if sur)	7	644	0
89.00494	male	0	27	ARF/MOSF w/Sepsis	ARF/MOSF	0	8	under $11k	9	30,567	20,325.8438	23,380.1562	13	white	19.699219	13	0.761963	0.685913	1	0	0	no	0.5	0.5	dnr after sadm	11	54	0.099991	142	34	38.89844	140	2.899902	0.699951	7.599609	151	7.359375	167	130	655	null	2	adl>=4 (>=5 if sur)	2	645	0
67.98395	male	0	3	CHF	COPD/CHF/Cirrhosis	5	12	$11-$25k	0	2,880	1,813.3848	1,962.18945	null	white	15.298828	26	0.896973	0.827881	1	1	0	no	0.98	0.97	no dnr	3	102	7.5	71	22	36	null	4.099609	0.299988	1	133	null	114	27	46.796875	5	6	adl>=4 (>=5 if sur)	6	643	0
61.24597	male	1	5	MOSF w/Malig	ARF/MOSF	2	11	under $11k	9	6,452	4,052.2188	5,526.23828	19	black	20.199219	40	0.68689	0.593994	1	0	0	metastatic	0.2	0.05	dnr after sadm	2	75	8.898438	68	28	35.59375	null	4	1.699951	1.799805	136	null	84	43	null	null	0	<2 mo. follow-up	0	5	1
67.98895	male	1	10	Colon Cancer	Cancer	1	12	$11-$25k	9	11,578	7,914.1523	9,778.35938	16.5	white	30.097656	25	0.501953	0.181976	1	0	0	metastatic	0.6	0.3	dnr after sadm	7	93	4.199219	96	20	36.29688	371.375	3.399902	2.099609	2.299805	138	7.459961	107	41	null	4	4	<2 mo. follow-up	4	10	1
69.21594	male	0	8	CHF	COPD/CHF/Cirrhosis	4	11	under $11k	0	8,595	6,019.7344	6,605.46875	10.5	black	13.599609	32	0.907959	0.844971	1	1	0	no	0.5	0.1	no dnr	8	63	11.199219	110	30	35	null	4.399414	1.899902	1.899902	136	null	97	35	1,075	0	null	no(M2 and SIP pres)	0.494751	640	0
71.99695	male	1	12	COPD	COPD/CHF/Cirrhosis	3	7	under $11k	0	14,243	8,705.5938	9,856.15625	14	white	25.5	43	0.748901	0.603882	1	1	0	no	0.75	0.6	no dnr	12	124	8.699219	68	22	36.29688	null	3.899902	0.5	1.5	139	null	86	14	1,950	4	3	<2 mo. follow-up	3	12	1
72.03796	female	0	8	COPD	COPD/CHF/Cirrhosis	3	12	under $11k	0	12,585	7,749.5625	8,917.72656	10.5	white	18.199219	39	0.851929	0.755981	1	0	0	no	0.6	0.5	no dnr	8	91	9.5	96	22	36.39844	null	null	null	0.899902	134	null	88	9	null	1	0	no(M2 and SIP pres)	0	639	0
48.75	male	0	67	Coma	Coma	0	null	$11-$25k	100	87,147	58,913.9375	69,487.25	22.25	black	30.699219	53	0.105988	0.063995	9	0	0	no	0.1	0.1	dnr after sadm	2	116	10	124	28	38.59375	170	1.5	0.5	0.899902	134	7.399414	118	7	3,225	null	0	adl>=4 (>=5 if sur)	0	447	1
47.57599	male	1	17	ARF/MOSF w/Sepsis	ARF/MOSF	2	12	under $11k	0	111,177	71,540.375	84,334.3125	55	white	31.5	48	0.66394	0.566895	39	0	0	no	0.1	0.1	dnr after sadm	14	117	7.399414	84	16	35.89844	null	3	0.399963	3.299805	133	null	156	36	2,830	null	null	<2 mo. follow-up	2.772461	17	1
52.38599	female	0	3	CHF	COPD/CHF/Cirrhosis	2	12	under $11k	0	2,328	1,536.1953	1,721.7998	null	white	19.597656	28	0.896973	0.826904	1	1	0	no	0.9	0.8	no dnr	3	131	13.599609	71	14	36.09375	359.25	null	null	0.5	134	7.419922	133	12	4,336	1	0	no(M2 and SIP pres)	0	639	0
35.38898	female	0	6	ARF/MOSF w/Sepsis	ARF/MOSF	1	14	under $11k	9	9,632	6,360.7422	6,905.67969	26	black	18.898438	13	0.912964	0.881958	1	0	0	no	0.85	0.8	no dnr	6	55	10.199219	199	10	39.39844	110	2	4.599609	2.099609	138	7.359375	116	42	1,124	null	0	no(M2 and SIP pres)	0	637	0
51.086	male	1	66	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	$11-$25k	9	215,577	139,854.75	165,144.125	49.25	white	29.398438	47	0.656982	0.55896	36	0	0	no	0.85	0.85	dnr after sadm	66	71	9.699219	56	8	36.89844	156.65625	3.199707	0.799927	1.799805	145	7.469727	162	44	1,523	null	0	SIP>=30	0	66	1
73.37396	female	1	29	Coma	Coma	0	6	under $11k	9	81,819	44,954.6562	56,661.6562	36.5	white	34.09375	75	0.202972	0.141998	8	0	0	no	0.1	0.05	dnr after sadm	2	54	6.899414	122	8	38.09375	173.3125	2.099609	0.699951	6.099609	137	7.399414	112	82	439	null	6	<2 mo. follow-up	6	29	1
31.93199	female	0	25	MOSF w/Malig	ARF/MOSF	2	11	under $11k	0	45,723	30,022.0938	36,584.2188	21	white	27	42	0.61792	0.512939	6	1	0	yes	0.65	0.6	no dnr	25	110	12.599609	69	8	38.39844	346	2.899902	0.5	0.699951	131	7.469727	120	17	3,158	0	1	no(M2 and SIP pres)	1	638	0
46.34399	male	0	16	COPD	COPD/CHF/Cirrhosis	1	11	under $11k	0	32,986	20,115.125	22,038.0781	29.666656	white	22.699219	27	0.901978	0.835938	2	0	0	no	0.8	0.7	no dnr	16	124	10.398438	104	24	36	257.125	null	0.399963	1.199951	133	7.429688	150	14	800	null	1	no(M2 and SIP pres)	1	633	0
44.64899	male	0	10	COPD	COPD/CHF/Cirrhosis	3	null	under $11k	0	15,277	9,645.8906	10,760.8359	13	white	22.5	28	0.915894	0.856934	1	0	0	no	0.9	0.8	no dnr	10	58	3.5	96	20	38.69531	null	null	null	1	139	null	143	4	2,250	0	3	no(M2 and SIP pres)	3	634	0
81.60199	female	0	3	CHF	COPD/CHF/Cirrhosis	3	null	under $11k	0	3,870	null	null	null	white	16.199219	23	0.817993	0.704956	1	1	0	yes	null	null	no dnr	3	108	8.898438	87	28	36.79688	269.5625	null	null	1.099854	136	7.339844	146	26	4,750	null	null	no(M2 and SIP pres)	2.711426	114	1
48.84299	male	0	19	COPD	COPD/CHF/Cirrhosis	3	12	under $11k	0	44,920	27,563.8125	31,555.9531	30	white	19.898438	23	0.920898	0.866943	1	0	0	no	0.9	0.85	no dnr	19	75	8	65	24	36.59375	null	3.299805	0.5	0.899902	137	null	141	19	null	null	0	no(M2 and SIP pres)	0	633	0
66.31598	female	0	16	COPD	COPD/CHF/Cirrhosis	2	8	under $11k	0	null	null	null	30	white	34.796875	43	0.601929	0.411987	1	0	0	no	0.55	0.5	null	null	61	113.59375	63	20	36.69531	null	null	null	2	129	null	76	39	1,650	null	0	no(M2 and SIP pres)	0	632	0
49.13599	female	0	14	Colon Cancer	Cancer	2	10	under $11k	0	16,748	11,049.1641	13,971.3281	9.333328	white	34.195313	36	0.503906	0.18399	1	0	0	metastatic	0.6	0.4	no dnr	14	131	8.599609	118	20	37	null	5	0.699951	0.699951	135	null	69	11	2,350	5	5	adl>=4 (>=5 if sur)	5	94	1
39.99197	male	0	12	ARF/MOSF w/Sepsis	ARF/MOSF	1	11	$11-$25k	0	25,774	14,531.3438	17,859.5156	32	white	21.398438	27	0.890991	0.851929	2	0	0	no	0.95	0.95	no dnr	12	126	11.099609	75	28	36.59375	385.125	3.699707	0.399963	1	137	7.439453	125	18	4,485	null	4	no(M2 and SIP pres)	4	631	0
64.38898	female	0	26	COPD	COPD/CHF/Cirrhosis	4	8	under $11k	0	42,764	27,070.0781	33,508.4375	18.75	white	27.898438	67	0.763916	0.625	1	1	0	no	0.85	0.8	no dnr	26	63	26.097656	122	24	35.19531	null	1.699951	0.599976	6	136	null	74	66	230	0	0	<2 mo. follow-up	0	51	1
50.22299	female	1	7	MOSF w/Malig	ARF/MOSF	2	11	under $11k	37	28,142	17,324.5156	21,791.2812	67	black	59.898438	112	0	0	1	0	0	metastatic	0.3	0.25	no dnr	7	77	23.097656	134	10	39	245	1.599854	0.399963	0.5	134	7.459961	117	6	3,925	null	6	<2 mo. follow-up	6	7	1
74.75397	male	0	95	ARF/MOSF w/Sepsis	ARF/MOSF	1	null	null	37	222,934	140,409.75	164,863.375	38.75	white	28.5	48	0.40094	0.281982	29	0	0	no	0.3	0.2	no dnr	95	92	5.899414	100	20	36.89844	null	2.199707	10.398438	0.899902	133	null	95	8	3,720	null	null	null	3.972168	335	1
43.66098	female	0	6	Colon Cancer	Cancer	1	12	under $11k	0	8,078	5,345.1172	6,745.9375	14	hispanic	15.298828	11	0.870972	0.709961	1	0	0	metastatic	0.6	0.5	no dnr	6	70	27	126	12	36.59375	133.3125	2.599609	1.099854	3.299805	128	7.40918	347	66	1,089	1	4	adl>=4 (>=5 if sur)	4	117	1
71.77295	male	0	78	Coma	Coma	1	16	$11-$25k	55	154,189	87,083.3125	100,583.625	39.75	white	26.296875	51	0.297974	0.227997	1	0	0	no	0.5	0.4	no dnr	78	43	11.798828	120	28	35.5	295.1875	3.299805	0.5	0.599976	137	7.489258	112	16	3,275	null	0	adl>=4 (>=5 if sur)	0	213	1
67.71497	female	0	9	ARF/MOSF w/Sepsis	ARF/MOSF	4	12	under $11k	37	14,637	9,498.2578	10,442.7656	16.5	white	27	23	0.536987	0.421997	1	0	0	yes	0.6	0.5	no dnr	9	109	10.898438	122	26	35.89844	122.21875	2.5	1.199951	1.5	133	7.449219	71	42	2,400	null	0	no(M2 and SIP pres)	0	629	0
65.28094	male	0	14	MOSF w/Malig	ARF/MOSF	2	8	$11-$25k	37	27,779	17,367.5938	20,223.3125	22.666656	white	31.597656	38	0.320984	0.20697	1	1	0	yes	0.4	0.2	no dnr	14	127	12.798828	124	10	39.69531	184	2.099609	4.399414	1.299805	144	7.40918	189	31	1,478	null	0	no(M2 and SIP pres)	0	628	0
89.58197	male	0	10	Lung Cancer	Cancer	2	null	under $11k	9	7,092	4,953.8047	6,743.54688	6	black	20.898438	14	0.505981	0.184998	1	0	1	metastatic	0.1	0	dnr after sadm	2	114	17.796875	107	24	36.29688	292	3.399902	0.5	0.899902	137	7.179688	165	13	1,750	null	1	adl>=4 (>=5 if sur)	1	179	1
62.79498	male	0	9	COPD	COPD/CHF/Cirrhosis	0	12	under $11k	0	19,330	11,695.375	13,542.8828	23.5	white	23.5	35	0.835938	0.730957	1	0	0	no	0.7	0.6	no dnr	9	55	14.5	112	12	38.69531	120	null	null	0.699951	134	7.419922	105	7	3,385	null	0	no(M2 and SIP pres)	0	626	0
57.448	female	0	6	COPD	COPD/CHF/Cirrhosis	4	9	under $11k	0	8,879	5,460.3359	6,111.87891	10	white	10.699219	16	0.948975	0.912964	1	0	0	no	0.65	0.5	no dnr	6	100	7.5	118	24	36	null	4	1.299805	1.199951	136	null	100	14	null	0	0	SIP>=30	0	622	0
51.409	male	0	21	Cirrhosis	COPD/CHF/Cirrhosis	2	11	under $11k	0	52,650	null	null	36.333313	white	22.5	43	0.80188	0.679932	1	0	0	no	0.8	0.75	no dnr	21	83	13.298828	100	10	36.89844	158	4.099609	2.099609	0.599976	132	7.389648	116	13	2,690	null	0	SIP>=30	0	622	0
78.41199	male	0	80	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	under $11k	0	150,578	95,131.25	120,197.188	37	white	33.796875	60	0.449951	0.330994	8	0	0	no	0.6	0.6	no dnr	80	52	20.097656	128	28	40	106.65625	1.799805	3.399902	2.699707	134	7.299805	54	29	885	null	5	null	5	274	1
60.56897	male	0	18	ARF/MOSF w/Sepsis	ARF/MOSF	0	12	under $11k	9	39,502	23,890.2812	26,963.125	27.333328	white	15.599609	27	0.86792	0.820923	6	0	0	no	0.8	0.7	no dnr	18	79	0.699951	71	24	36	null	3.399902	0.899902	0.899902	136	null	87	10	3,250	null	6	SIP>=30	6	621	0
69.69995	male	0	5	COPD	COPD/CHF/Cirrhosis	2	8	under $11k	0	6,091	3,742.6777	4,147.50781	18	white	19.699219	14	0.846924	0.747925	1	0	0	no	0.8	0.6	no dnr	5	66	16.296875	65	40	36.5	261.25	3.599609	0.599976	0.899902	138	7.40918	129	30	1,700	0	null	no(M2 and SIP pres)	0.494751	592	1
22.68599	female	0	32	ARF/MOSF w/Sepsis	ARF/MOSF	0	15	under $11k	0	113,240	70,633	84,378	41.75	black	32	65	0.793945	0.726929	7	0	0	no	0.2	1	no dnr	32	121	18.5	129	38	39	172.5	3.099609	0.899902	1.199951	141	7.379883	148	23	4,995	null	0	null	0	621	0
24.241	female	0	17	ARF/MOSF w/Sepsis	ARF/MOSF	0	14	under $11k	0	61,561	39,252.0312	47,995.4062	51.333313	white	38.296875	62	0.661987	0.564941	10	0	0	no	0.5	0.5	no dnr	17	71	15.298828	141	14	36.89844	238	2.699707	1.299805	1.599854	140	7.519531	158	35	2,860	null	0	no(M2 and SIP pres)	0	620	0
68.18896	female	0	9	COPD	COPD/CHF/Cirrhosis	2	null	$11-$25k	0	21,855	13,324.9297	15,247.8438	24	white	22.699219	26	0.816895	0.702881	1	0	0	no	0.8	0.7	no dnr	9	45	13.398438	127	10	35.89844	185	1.799805	8.298828	1.199951	145	7.389648	304	25	1,938	null	0	SIP>=30	0	237	1
64.63495	male	0	13	COPD	COPD/CHF/Cirrhosis	2	10	under $11k	9	23,165	14,729.3906	17,390.625	20.5	black	31.398438	42	0.623901	0.438965	3	0	0	no	0.85	0.75	no dnr	13	106	7.099609	100	32	35.59375	283.3125	3.599609	1.399902	1.299805	143	7.469727	213	28	2,600	null	1	no(M2 and SIP pres)	1	525	1
68.37195	female	0	7	CHF	COPD/CHF/Cirrhosis	3	3	under $11k	0	9,644	5,550.4375	6,353.39844	20	black	26.898438	37	0.755981	0.613892	1	0	0	no	0.8	0.7	no dnr	7	110	8.099609	141	30	36	177.5	2.599609	0.5	1.399902	144	7.419922	203	40	2,558	0	null	no(M2 and SIP pres)	0.494751	551	1
68.39398	female	0	21	COPD	COPD/CHF/Cirrhosis	3	10	under $11k	0	20,174	13,773.9844	15,103.9297	8.666664	white	20.398438	38	0.843994	0.744995	1	0	0	no	0.9	0.7	no dnr	21	132	22.296875	114	8	36.59375	140	3.399902	1	1.199951	140	7.429688	180	20	3,085	0	0	no(M2 and SIP pres)	0	618	0
75.81396	male	0	6	COPD	COPD/CHF/Cirrhosis	3	5	under $11k	0	10,247	6,206.1992	7,332.42969	27	white	27.199219	22	0.68396	0.515991	1	0	0	no	0.9	0.8	no dnr	6	61	0.599976	77	28	36.29688	null	2.299805	1.099854	1.5	128	7.489258	110	21	null	0	0	no(M2 and SIP pres)	0	618	0
77.90295	male	0	11	ARF/MOSF w/Sepsis	ARF/MOSF	1	null	null	26	47,992	30,387.8594	36,794.7188	36	hispanic	23.699219	49	0.598999	0.491943	9	0	0	no	0.85	0.75	no dnr	11	36	35.5	118	10	36	140	1.099854	0.799927	2.599609	131	7.359375	211	48	1,935	null	0	no(M2 and SIP pres)	0	617	0
79.54797	male	1	58	ARF/MOSF w/Sepsis	ARF/MOSF	3	12	>$50k	9	121,636	77,842.5625	96,503.1875	30.25	white	25	71	0.566895	0.454956	7	1	0	yes	0.7	0.7	dnr after sadm	44	76	36.398438	64	24	36.5	230	3.199707	1.399902	1.199951	137	7.529297	90	25	null	null	0	<2 mo. follow-up	0	58	1
79.67694	male	0	10	COPD	COPD/CHF/Cirrhosis	2	2	under $11k	9	9,488	6,038.7539	6,712.09766	7.5	hispanic	21.398438	33	0.675903	0.505981	1	0	0	yes	0.8	0.8	no dnr	10	105	11.099609	75	37	36.69531	298	2.599609	0.299988	1.399902	138	7.40918	244	48	1,280	0	0	no(M2 and SIP pres)	0	616	0
70.409	female	0	4	MOSF w/Malig	ARF/MOSF	2	12	$11-$25k	0	8,335	5,702.4609	7,194.39844	20	white	28	30	0.461975	0.342957	4	0	0	metastatic	0.6	0.35	no dnr	4	77	14.599609	77	14	36.29688	116	2.199707	9.599609	5.599609	127	7.339844	80	88	48	0	1	no(M2 and SIP pres)	1	277	1
66.146	female	1	11	Coma	Coma	0	12	under $11k	44	22,287	13,867.5391	15,568.0547	38	white	21.898438	30	0.539917	0.470947	1	0	0	no	0.3	0.2	dnr after sadm	9	109	10.298828	122	24	37	null	null	null	0.599976	119	null	321	7	4,450	null	0	<2 mo. follow-up	0	11	1
52.71997	female	1	13	Coma	Coma	3	12	null	44	25,744	16,137.1641	17,994.8438	31.5	white	29	35	0.472961	0.399963	1	0	0	no	0.15	0.1	dnr after sadm	10	132	15.099609	116	22	36.5	343.3125	null	1.299805	8.099609	132	7.449219	94	78	240	null	0	<2 mo. follow-up	0	13	1
72.20294	male	0	8	CHF	COPD/CHF/Cirrhosis	2	9	under $11k	9	14,810	8,979.4531	9,870.57812	19.5	black	27.398438	42	0.649902	0.471985	4	0	0	no	0.5	0.4	no dnr	8	69	13.099609	63	24	37.59375	268	3.699707	0.899902	1	139	7.209961	194	16	1,795	1	0	<2 mo. follow-up	0	51	1
30.508	male	0	35	MOSF w/Malig	ARF/MOSF	0	12	$25-$50k	0	63,693	42,754.375	54,207.4688	28	white	22.597656	26	0.738892	0.657959	3	0	0	yes	0.5	0.4	no dnr	35	62	19.597656	164	35	38.19531	126.65625	1.399902	0.5	1.299805	143	7.369141	57	64	2,025	0	0	SIP>=30	0	613	0
74.24194	male	0	4	CHF	COPD/CHF/Cirrhosis	6	11	$11-$25k	0	4,050	2,718.4883	3,112.57812	15	white	22.597656	16	0.797974	0.674927	1	1	0	no	1	0.75	no dnr	4	115	15.398438	117	10	38.59375	216.65625	2	0.799927	5.899414	141	7.319336	261	75	2,905	0	0	no(M2 and SIP pres)	0	613	0
21.681	male	0	24	ARF/MOSF w/Sepsis	ARF/MOSF	4	8	under $11k	41	null	null	null	31.666656	white	27	26	0.794922	0.727905	2	1	0	no	0.9	0.75	null	null	50	10.898438	141	30	38.89844	170	2.399902	0.5	0.599976	130	7.479492	217	10	1,469	null	6	adl>=4 (>=5 if sur)	6	613	0
59.12698	female	0	3	Cirrhosis	COPD/CHF/Cirrhosis	4	8	under $11k	0	2,768	1,807.0713	2,020.85938	null	white	26.898438	27	0.668945	0.495972	1	0	0	no	0.9	0.85	no dnr	3	47	7.299805	133	26	36.09375	422.1875	4	1.099854	0.899902	137	7.479492	98	14	1,200	null	null	no(M2 and SIP pres)	3.059082	613	0
75.15399	male	0	13	ARF/MOSF w/Sepsis	ARF/MOSF	1	8	$11-$25k	0	27,731	17,547.8125	19,428.3281	38.5	white	15.5	29	0.845947	0.793945	1	0	0	yes	0.1	0	dnr after sadm	7	114	13.5	113	20	36.39844	452	2.299805	0.399963	1.399902	144	7.299805	282	46	2,420	null	0	no(M2 and SIP pres)	0	276	1
52.31998	male	0	16	ARF/MOSF w/Sepsis	ARF/MOSF	0	16	$25-$50k	9	116,727	74,622.125	88,210.0625	34	white	27.398438	39	0.694946	0.603882	31	0	0	no	0.2	0.1	no dnr	16	100	5.199219	104	28	35.29688	null	4.099609	1	2	142	null	142	27	null	2	0	no(M2 and SIP pres)	0	612	0
79.52594	male	0	30	ARF/MOSF w/Sepsis	ARF/MOSF	3	7	under $11k	9	54,021	34,340	38,913.125	33.25	white	26.5	34	0.672974	0.576904	1	0	1	no	0.5	0.1	dnr before sadm	-1	66	8.699219	118	12	38.19531	377.5	2.699707	1.099854	0.199982	137	7.459961	86	12	1,969	null	6	null	6	66	1
65.78497	female	0	63	COPD	COPD/CHF/Cirrhosis	3	12	under $11k	0	147,956	80,905.9375	98,363.75	44.75	white	25.296875	39	0.794922	0.669922	1	0	0	no	0.7	0.7	no dnr	63	114	12.699219	72	20	35.59375	null	2.799805	1.699951	2	130	null	113	47	625	null	1	SIP>=30	1	137	1
46.77298	male	0	9	Cirrhosis	COPD/CHF/Cirrhosis	4	12	under $11k	0	14,136	9,081.2031	11,426.5391	23	white	25.097656	20	0.787964	0.659912	1	0	0	no	0.8	0.5	no dnr	9	26	68	200	43	36.29688	93	1.399902	4.5	2.5	139	7.189453	51	26	33	0	null	no(M2 and SIP pres)	0.494751	609	0
68.34796	male	0	14	ARF/MOSF w/Sepsis	ARF/MOSF	1	12	$11-$25k	0	36,287	19,190.4219	24,096.2812	34	white	25.597656	52	0.770996	0.696899	1	0	0	no	0.7	0.7	no dnr	14	115	24	122	40	38.59375	200	3.799805	0.5	0.799927	143	7.489258	181	14	3,230	null	1	no(M2 and SIP pres)	1	610	0
47.78598	male	0	5	ARF/MOSF w/Sepsis	ARF/MOSF	2	8	$11-$25k	0	6,856	4,204.9961	4,333.61719	45	white	27	31	0.822998	0.762939	1	1	0	no	0.9	0.9	no dnr	5	83	16.5	72	24	35.5	238.09375	2.5	0.899902	1.199951	148	7.539062	104	12	null	null	7	adl>=4 (>=5 if sur)	7	608	0
75.18396	female	1	4	Coma	Coma	0	18	$25-$50k	100	5,757	3,093.8828	3,786.69922	21	white	26.296875	43	0.078995	0.044998	1	0	0	no	0.1	0	dnr after sadm	1	87	10.298828	83	18	36.29688	152.375	4.199219	0.699951	1.099854	138	7.369141	170	24	null	null	null	<2 mo. follow-up	2.939453	4	1
78.57397	female	1	7	ARF/MOSF w/Sepsis	ARF/MOSF	0	14	under $11k	9	14,106	7,519.918	9,068.03906	25.5	black	30.898438	30	0.573975	0.462952	1	0	0	no	0.6	0.6	no dnr	7	104	19.5	110	24	36.39844	295.1875	2.399902	0.399963	1	146	7.519531	105	13	1,250	null	7	<2 mo. follow-up	7	7	1

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